Quality Engineering for the AI Era

Deploy AI with confidence, not crossed fingers

Expert guidance for testing AI systems. Training, assessments, and governance frameworks for organisations deploying AI.

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Traditional Quality Engineering Wasn't Built for This

For decades, quality engineering has been about verification: "Did we build what was specified?" Clear requirements. Deterministic outputs. Pass or fail.

AI systems don't work that way. Outputs vary. Behaviour emerges. What's "correct" becomes a judgment call.

The question isn't "did it pass?" It's "what's the blast radius when it gets it wrong, and can we stand behind it?"

Traditional QE Asks

"Did we build what was specified?"

Assurance Thinking

"What's our confidence band, and can we justify it?"

Our Assurance Model

Our approach is built on four pillars of AI quality. Each addresses a dimension traditional QE never had to consider. Grounded in ISO 42001 and NIST AI RMF.

Functional

"Does it work?"

Behavioural

"Does it behave?"

Operational

"Does it last?"

Governance

"Can we answer for it?"

Explore the full framework

Advisory Services

Build capability and confidence before you commit to delivery

Training Workshops

Half-day or full-day sessions on AI Quality fundamentals. Build your team's capability to test what's coming.

  • The Four Pillars framework
  • Evaluation rubrics & adversarial testing
  • Practical exercises with real scenarios
  • Roadmap for your context
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AI Readiness Assessment

A fixed-scope diagnostic across the Four Pillars. Know where you stand before you invest.

  • 2-3 day engagement
  • Stakeholder interviews
  • Current state analysis
  • Prioritised recommendations
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Governance Frameworks

Policies and controls aligned to ISO 42001. Build the foundation for accountable AI.

  • Risk assessment templates
  • Decision documentation
  • Audit trail design
  • Compliance roadmap
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Delivery Accelerators

Expertise leads. AI accelerates. You own everything.

When you need hands-on implementation, not just advice. Our accelerators help you move fast without cutting corners. Built on proven patterns, delivered as yours to extend.

Tahi Test

AI-Accelerated Test Automation

Production-ready Playwright automation in days, not months. Your requirements or user stories become comprehensive test coverage. Built on enterprise patterns, delivered as yours to own.

Cross-browser testing, API integration, CI/CD pipelines. Complete source code and documentation included.

Add-on

Tahi Secure

OWASP ZAP security scanning through your functional tests. Find vulnerabilities in authenticated journeys.

Add-on

Tahi Access

WCAG 2.1 AA/AAA compliance validation. Screen reader compatibility, contrast, keyboard navigation.

Add-on

Tahi Performance

Response time tracking and bottleneck identification. SLA thresholds and trend monitoring.

Why Tahi AI

Two decades of enterprise quality engineering, focused on what's next.

20+ Years Enterprise QE

Insurance, banking, e-commerce, SaaS. Strategy through execution.

ISTQB Certified

Test Manager certification. International best practices.

ISO 42001 Aligned

Frameworks grounded in emerging AI governance standards.

Pragmatic Approach

Practical frameworks that work with real constraints and limited resources.

Ready to Talk?

Whether you're exploring, planning, or already building with AI, let's discuss how quality engineering needs to evolve.

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